Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005899

The MH-36 locality cells most similar to this Kolhapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002191

distance 0.17 · cross-district

#2 · Sanglicell 4930002529

distance 0.222 · cross-district

#3 · Sanglicell 4930003384

distance 0.231 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690001211

distance 0.241 · cross-district

#5 · Kolhapurcell 4800005766

distance 0.241

#6 · Sanglicell 4930003221

distance 0.248 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690005316

distance 0.25 · cross-district

#8 · Ahmednagarcell 4660011564

distance 0.251 · cross-district

#9 · Sanglicell 4930002036

distance 0.256 · cross-district

#10 · Sanglicell 4930002030

distance 0.257 · cross-district

#11 · Ahmednagarcell 4660011072

distance 0.261 · cross-district

#12 · Ahmednagarcell 4660010241

distance 0.262 · cross-district

#13 · Sanglicell 4930000936

distance 0.266 · cross-district

#14 · Beedcell 4700006801

distance 0.267 · cross-district

#15 · Sanglicell 4930001143

distance 0.267 · cross-district

#16 · Ahmednagarcell 4660011409

distance 0.268 · cross-district

#17 · Beedcell 4700004415

distance 0.268 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000978

distance 0.272 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":480,"cluster_id":4800005899}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.